Managing a GCP-scaled video engine from Lake Garda today. 🇮🇹 Bridging my Munich Proxmox lab via Tailscale to handle heavy batch translation jobs. Outcaps is live—this is the same async engine that cut manual localization workflows by 90% for the BodyFast team. #buildinpublic #solofounder #dev

Da consumarsi preferibilmente in buona compagnia.

Welcome to Gemini 3.5 Flash, our most powerful model to date. It pushes the frontier of intelligence, speed, and cost putting 3.5 Flash in a class of its own. We spent the last 6 months making sure Flash is great for real world use cases. It's available everywhere now!

Google Veo 3.1 on low priority hits you with zero credits but with all the vibe you like - here cyberpunk atmosphere. "Durchbrich die Sprachbarriere!" with Outcircle

He wants to dance. Outcircle please!

We believe the key to enterprise AI isn't pretending base models are perfect. It's building the guardrails that make them trustworthy. Welcome to Outcircle AI. ⭕️ We build practical engineering systems that enhance trust in AI-powered applications. Instead of promising "zero hallucinations," we focus on reducing errors to an absolute minimum by catching them before they reach the user. Our architecture relies on four pragmatic pillars: 🔍 Grounding: Anchoring generations to verifiable, real-world data. 🛡️ Filtering: Using secondary AI guards to inspect outputs for logical and contextual errors. 🔄 Auto-Regen: Catching anomalies and silently regenerating them in the background. 🧠 Sequential Decision Making: Breaking complex tasks into verifiable, step-by-step reasoning. We are battle-testing this infrastructure across our own ecosystem: 👇 🟢 LIVE IN BETA:📱 DeepScroll: A knowledge engine anchored in verifiable data. 🎬 Outcircle Captions: B2B video localization with automated context and timing checks. 🚧 IN THE LAB (Alpha):🎨 Outcircle Studio: Reliable character and asset consistency for creators. 🏢 Outcircle Evolve: Enterprise AI workflows, securely aligned. We are an engineering-first team building deep-tech from Munich, focused on realistic, uncompromising standards. 🇩🇪 Try the Betas and explore the architecture here: 👉 outcircle.ai

Creators and businesses are leaving millions of views on the table because they only publish in English. 🌍 ​We built HowDeep Captions to fix this. It isolates vocals (even over ocean wind), hits millisecond timing, and auto-translates into 99 languages with perfect context. ​Here is a quick demo of how we localized an English vlog for M Portuguese speakers. 👇 ​Try the Beta: howdeep.ai

Just leveled up the How Deep learning engine 🧠⚡️ 1️⃣ Fact Grounding: The AI now uses live Google Search to anchor its knowledge in reality. 2️⃣ Source Citing: No more "trust me bro" from the AI. Deep dives now link directly to the URLs used for research. 3️⃣ Quality Control: Built a quality control to the infographics. If a misspelling on text is detected its mentioned in the footer. New Tier: Based. Swiss Cyberpunk with more lively podcast without those scientific tongue breakers...

Simplifying hardware while troubleshooting fluid systems like helium flow is the core of aerospace reliability. The breakdown of propulsion physics and orbital mechanics for yearly lunar travel is even more intricate. 🚀 👇 This is just the tip of the iceberg. I put together an interactive map showing exactly how this connects to 10 other crazy phenomena if you want to fall down the rabbit hole:

That deep reddish hue is actually the light of every Earthly sunrise and sunset hitting the Moon at once. Rayleigh scattering filters out the blue, leaving only the red. Level 3 maps the spectrometry behind it 🌑 👇 This is just the tip of the iceberg. I put together an interactive map showing exactly how this connects to 10 other crazy phenomena if you want to fall down the rabbit hole

The sky is a giant liquid lens that bends your vision. ☁️ Light doesn’t travel in a straight line, and those ships "floating" in the clouds aren’t a glitch—they’re a trick of the air. Your brain is being lied to by the atmosphere. 🧠

Your brain doesn’t actually try to keep your body balanced. 🧠 Forget what you knew about homeostasis. Your brain is actually a master predictor, balancing your internal budget before a crisis even starts. 🤯 #Neuroscience #Health #HumanBody #Deppscrolling

The secret is how the kicker manages internal torques to keep their center of mass perfectly over the standing leg. Our master layer maps the forces that keep the body in a state of static equilibrium. 🥋 👇 I mapped the entire rabbit hole for this. 🎧 Listen to the 2-voice podcast, 🗺️ explore the fine-grained maps, and go from beginner to expert depth below:

Rivera’s mural brings the scale to life, but that 1524 map shows the raw engineering of a city floating on water. The specific structural logic of those causeways and dikes is what really defined Aztec power. 🏛️ 👇 See how this connects to the bigger picture. Zoom into the fine-grained infographic to explore parent topics, go sideways, and dive deeper below:

Your brain decides what you see BEFORE the light hits your eyes. It’s basically a Bayesian inference machine—guessing reality and only updating when the data forces it to. Going master-deep on how our neurology overrides the physical world. Check the map for the breakdown 🧠